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Machine Learning Compiler

3 months ago

Oregon, Illinois, United States Qualcomm Full time

Company:
Qualcomm Canada ULC

Job Area:
Engineering Group, Engineering Group > Machine Learning Engineering

General Summary:
Today, more intelligence is moving to end devices, and mobile is becoming the pervasive AI platform.

Building on the smartphone foundation and the scale of mobile, Qualcomm envisions making AI ubiquitous—expanding beyond mobile and powering other end devices, machines, vehicles, and things.

We are inventing, developing, and commercializing power-efficient on-device AI, edge cloud AI, and 5G to make this a reality.
Job Purpose & Responsibilities
As a member of Qualcomm's ML Systems Team, you will participate in two activities:
Development and evolution of ML/AI compilers (production and exploratory versions) for efficient mappings of ML/AI algorithms on existing and future HW
Analysis of ML/AI algorithms and workloads to drive future features in Qualcomm's ML HW/SW offerings

Key Responsibilities:
Contributing to the development and evolution of ML/AI compilers within Qualcomm
Defining and implementing algorithms for mapping ML/AI workloads to Qualcomm HW
Understanding trends in ML network design, through customer engagements and latest academic research, and how this affects both SW and HW design
Creation of performance-driven simulation components (using C++, Python) for analysis and design of high-performance HW/SW algorithms on future SoCs
Exploration and analysis of performance/area/power trade-offs for future HW and SW ML algorithms
Pre-Silicon prediction of performance for various ML algorithms
Running, debugging and analyzing performance simulations to suggest enhancements to Qualcomm hardware and software to tackle compute and system memory-related bottlenecks

  • Successful applications will work in cross-site, cross-functional teams.

Minimum Qualifications:


Bachelor's degree in Computer Science, Engineering, Information Systems, or related field and 4+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.

OR

Master's degree in Computer Science, Engineering, Information Systems, or related field and 3+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.

OR

PhD in Computer Science, Engineering, Information Systems, or related field and 2+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.


Requirements:
Demonstrated ability to learn, think and adapt in fast changing environment
Detail-oriented with strong problem-solving, analytical and debugging skills
Strong communication skills (written and verbal)
Strong background in algorithm development and performance analysis is essential

The following experiences would be significant assets:
Strong object-oriented design principles
Strong knowledge of C++
Strong knowledge of Python
Experience in compiler design and development
Knowledge of network model formats/platforms (eg. Pytorch, Tensorflow, ONNX) is an asset.
On-silicon debug skills of high-performance compute algorithms · Knowledge of algorithms and data structures
Knowledge of software development processes (revision control, CD/CI, etc.) · Familiarity with tools such as git, Jenkins, Docker, clang/MSVC
Knowledge of computer architecture, digital circuits and event-driven transactional models/simulators

Applicants :
If you need an accommodation, during the application/hiring process, you may request an accommodation by sending email to

accommodationsupport
Although this role has some expected minor physical activity, this should not deter otherwise qualified applicants from applying. If you are an individual with a physical or mental disability and need an accommodation during the application/hiring process, please call Qualcomm's toll-free number found

here

for assistance.

Qualcomm will provide reasonable accommodations, upon request, to support individuals with disabilities as part of our ongoing efforts to create an accessible workplace.

Qualcomm is an equal opportunity employer and supports workforce diversity.

Qualcomm expects its employees to abide by all applicable policies and procedures, including but not limited to security and other requirements regarding protection of Company confidential information and other confidential and/or proprietary information, to the extent those requirements are permissible under applicable law.

To all Staffing and Recruiting Agencies :Our Careers Site is only for individuals seeking a job at Qualcomm.

Staffing and recruiting agencies and individuals being represented by an agency are not authorized to use this site or to submit profiles, applications or resumes, and any such submissions will be considered unsolicited.

Qualcomm does not accept unsolicited resumes or applications from agencies. Please do not forward resumes to our jobs alias, Qualcomm employees or any other company location. Qualcomm is not responsible for any fees related to unsolicited

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If you would like more information about this role, please contact

Qualcomm Careers

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